Cisco technology, inc. (20240428570). DYNAMIC CONFIGURATION OF A MACHINE LEARNING SYSTEM
Contents
DYNAMIC CONFIGURATION OF A MACHINE LEARNING SYSTEM
Organization Name
Inventor(s)
Elvira Dzhuraeva of San Jose CA (US)
Xinyuan Huang of San Jose CA (US)
Ashutosh Arwind Malegaonkar of Milpitas CA (US)
Patrick James Riel of Concord CA (US)
DYNAMIC CONFIGURATION OF A MACHINE LEARNING SYSTEM
This abstract first appeared for US patent application 20240428570 titled 'DYNAMIC CONFIGURATION OF A MACHINE LEARNING SYSTEM
Original Abstract Submitted
systems, methods, and computer-readable media are disclosed for dynamically adjusting a configuration of a pre-processor and/or a post-processor of a machine learning system. in one aspect, a machine learning system can receive raw data at a pre-processor where the pre-processor being configured to generate pre-processed data, train a machine learning model based on the pre-processed data to generate output data, process the output data at a post-processor to generate inference data, and adjust, by a controller, configuration of one or a combination of the pre-processor and the post-processor based on the inference data.
